Farhad Imani

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Markov Decision Process

Transrectal Ultrasound

Gaussian Mixture

Temporal Aspects

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image-Guided Procedures

Publications

Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. CoRR (2024)
Sean Rescsanski, Vihaan Shah, Jiong Tang, Farhad Imani
Stochastic Defect Localization for Cooperative Additive Manufacturing Using Gaussian Mixture Maps. J. Comput. Inf. Sci. Eng. 24 (11) (2024)
Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie
Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. ICDCS (2023)
Mohsen Imani, Ali Zakeri, Hanning Chen, TaeHyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani
Neural computation for robust and holographic face detection. DAC (2022)
Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani
Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH (2021)
Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework. CoRR (2021)
José Quevedo, Marwan F. Abdelatti, Farhad Imani, Manbir Sodhi
Using reinforcement learning for tuning genetic algorithms. GECCO Companion (2021)
Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani
Scalable edge-based hyperdimensional learning system with brain-like neural adaptation. SC (2021)
Zihang Qiu, Farhad Imani, Hui Yang
Hierarchical Gaussian Process Modeling and Estimation of State-action Transition Dynamics in Breast Cancer. EMBC (2020)
Ruimin Chen, Farhad Imani, Hui Yang
Heterogeneous Recurrence Analysis of Disease-Altered Spatiotemporal Patterns in Multi-Channel Cardiac Signals. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Farhad Imani, Zihang Qiu, Hui Yang
Markov Decision Process Modeling for Multi-stage Optimization of Intervention and Treatment Strategies in Breast Cancer. EMBC (2020)
Farhad Imani, Ruimin Chen, Conrad Tucker, Hui Yang
Random Forest Modeling for Survival Analysis of Cancer Recurrences. CASE (2019)
Bing Yao, Farhad Imani, Hui Yang
Markov Decision Process for Image-Guided Additive Manufacturing. IEEE Robotics Autom. Lett. 3 (4) (2018)
Layan Nahlawi, Caroline Goncalves, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Hagit Shatkay, Parvin Mousavi
Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization. IEEE Trans. Biomed. Eng. 65 (8) (2018)
Layan Nahlawi, Caroline Goncalves, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi, Hagit Shatkay
Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order. Medical Imaging: Image-Guided Procedures (2017)
Shekoofeh Azizi, Farhad Imani, Jin Tae Kwak, Amir M. Tahmasebi, Sheng Xu, Pingkun Yan, Jochen Kruecker, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy. MICCAI (1) (2016)
Shekoofeh Azizi, Farhad Imani, Sahar Ghavidel, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. 11 (6) (2016)
Farhad Imani, Sahar Ghavidel, Purang Abolmaesumi, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Derek W. Cool, Matthew Bastian-Jordan, Zahra Kassam, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study. Medical Imaging: Computer-Aided Diagnosis (2016)
Sahar Ghavidel, Farhad Imani, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi
Classification of prostate cancer grade using temporal ultrasound: in vivo feasibility study. Medical Imaging: Image-Guided Procedures (2016)
Layan Nahlawi, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Hagit Shatkay, Parvin Mousavi
Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data. MICCAI (1) (2016)
Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Robert Siemens, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
Computer-Aided Prostate Cancer Detection Using Ultrasound RF Time Series: In Vivo Feasibility Study. IEEE Trans. Medical Imaging 34 (11) (2015)
Amir Khojaste, Farhad Imani, Mehdi Moradi, David M. Berman, D. Robert Siemens, Eric E. Sauerberi, Alexander H. Boag, Purang Abolmaesumi, Parvin Mousavi
Characterization of aggressive prostate cancer using ultrasound RF time series. Medical Imaging: Computer-Aided Diagnosis (2015)
Layan Nahlawi, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi, Hagit Shatkay
Using Hidden Markov Models to capture temporal aspects of ultrasound data in prostate cancer. BIBM (2015)
Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Yue Sun, Farhad Imani, Amir Khojaste, Orcun Goksel, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Parvin Mousavi, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi
Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging 34 (11) (2015)
Shekoofeh Azizi, Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Nishant Uniyal, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks. MICCAI (2) (2015)
Ki-Hwan G. Bae, Long Zheng, Farhad Imani
Asimulation analysis of the vehicle axle and spring assembly lines. WSC (2015)
Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Harsh K. Agarwal, Shyam Bharat, Nishant Uniyal, Ismail Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Farhad Imani, Mahdi Ramezani, Saman Nouranian, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Robert Siemens, Aaron D. Ward, Parvin Mousavi, Purang Abolmaesumi
Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis. IEEE Trans. Biomed. Eng. 62 (7) (2015)
Nishant Uniyal, Farhad Imani, Amir M. Tahmasebi, Harsh K. Agarwal, Shyam Bharat, Pingkun Yan, Jochen Kruecker, Jin Tae Kwak, Sheng Xu, Bradford J. Wood, Peter A. Pinto, Baris Turkbey, Peter L. Choyke, Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi
Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy. CLIP@MICCAI (2014)
Farhad Imani, Purang Abolmaesumi, Mark Z. Wu, Andras Lasso, Everette Clif Burdette, Goutam Ghoshal, Tamas Heffter, Emery Williams, Paul Neubauer, Gabor Fichtinger, Parvin Mousavi
Ultrasound-Guided Characterization of Interstitial Ablated Tissue Using RF Time Series: Feasibility Study. IEEE Trans. Biomed. Eng. 60 (6) (2013)
Mohammad I. Daoud, Parvin Mousavi, Farhad Imani, Robert Rohling, Purang Abolmaesumi
Tissue Classification Using Ultrasound-Induced Variations in Acoustic Backscattering Features. IEEE Trans. Biomed. Eng. 60 (2) (2013)
Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study. MICCAI (2) (2013)
Farhad Imani, Mark Z. Wu, Andras Lasso, Everette Clif Burdette, Mohammad I. Daoud, Gabor Fitchinger, Purang Abolmaesumi, Parvin Mousavi
Monitoring of Tissue Ablation Using Time Series of Ultrasound RF Data. MICCAI (1) (2011)